@gravityai-dev/pinecone/dist/pinecone/chunking/strategies.d.ts

Pinecone vector database nodes for GravityWorkflow - knowledge management and vector operations

/**
 * Text chunking strategies for vector embeddings
 */
export interface ChunkingOptions {
    strategy: 'fixed' | 'sentence' | 'paragraph' | 'semantic';
    maxChunkSize: number;
    overlapSize: number;
    minChunkSize?: number;
}
export interface TextChunk {
    text: string;
    metadata: {
        chunkIndex: number;
        startOffset: number;
        endOffset: number;
        totalChunks?: number;
    };
}
/**
 * Fixed-size chunking with overlap
 */
export declare function fixedSizeChunking(text: string, options: ChunkingOptions): TextChunk[];
/**
 * Sentence-based chunking
 */
export declare function sentenceBasedChunking(text: string, options: ChunkingOptions): TextChunk[];
/**
 * Paragraph-based chunking
 */
export declare function paragraphBasedChunking(text: string, options: ChunkingOptions): TextChunk[];
/**
 * Main chunking function that delegates to specific strategies
 */
export declare function chunkText(text: string, options?: ChunkingOptions): TextChunk[];
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